Research

Publications
  • Khan, Muhammad Numan, Aftab Alam, and Young-Koo Lee. "FALKON: Large-Scale Content-Based Video Retrieval Utilizing Deep-Features and Distributed In-memory Computing." In 2020 IEEE International Conference on Big Data and Smart Computing (BigComp), pp. 36-43. IEEE, 2020.
  • Alam, Aftab, Muhammad Numan Khan, Jawad Khan, and Young-Koo Lee. "IntelliBVR-Intelligent large-scale video retrieval for objects and events utilizing distributed deep-learning and semantic approaches." In 2020 IEEE International Conference on Big Data and Smart Computing (BigComp), pp. 28-35. IEEE, 2020.
  • Uddin, Md Azher, et al. "SIAT: A distributed video analytics framework for intelligent video surveillance." Symmetry 11.7 (2019): 911.
  • Uddin, Md Azher, et al. "Human action recognition using adaptive local motion descriptor in spark." IEEE Access 5 (2017): 21157-21167.
  • Xu, Weihua, et al. "Similarity Estimation for Large-Scale Human Action Video Data on Spark." Applied Sciences 8.5 (2018): 778.
  • Uddin, Md Azher, and Young-Koo Lee. "Feature fusion of deep spatial features and handcrafted spatiotemporal features for human action recognition." Sensors 19.7 (2019): 1599.
  • Tu, Nguyen Anh, et al. "ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video." IEEE Transactions on Circuits and Systems for Video Technology 29.3 (2018): 800-814.
  • Alam, Aftab, et al. "Architecture for Intelligent CCTV Cloud Platform." 한국정보과학회 학술발표논문집 (2016): 152-154.
  • Alam, Aftab, et al. "Distributed Data Model for Managing Large-Scale Video Data in the Cloud Using Hadoop-HBase." 한국정보과학회 학술발표논문집 (2017): 79-81.
  • Islam, Md Siyamul, et al. "Distributed Real-Time Video Stream Analytics on top of Spark." 한국정보과학회 학술발표논문집 (2018): 43-45.
  • Md Azher Uddin, Mostafijur Rahman Akhond and Young-Koo Lee, "Dynamic Scene Recognition using Spatiotemporal based DLTP on Spark", IEEE Access, 2018.
  • Md Azher Uddin, Joolekha Bibi Joolee, and Young-Koo Lee, "Depression Level Prediction Using Deep Spatiotemporal Features and Multilayer Bi-LTSM", IEEE Transactions on Affective Computing, 2020.
  • Md. Azher Uddin and Young-Koo Lee, "Outdoor Scene Recognition from Videos using LGTP-TOP in Apache Spark", In the proceedings of 5th International Conference on Big Data Applications and Services (5th BIGDAS), 2017.
  • Md Azher Uddin, and Young-Koo Lee, "Dynamic Facial Emotion Recognition Using Deep Spatial Feature and Handcrafted Spatiotemporal Feature On Spark", IEEE International Conference on Big Data and Smart Computing 2020.
  • Md Anwarul Islam, Md Azher Uddin and Young-Koo Lee, "Distributed Automatic Video Annotation Platform", Applied Science, 2020. (Under Review).